J. Derrac

KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework

Jesús Alcalá‐Fdez, Alberto Fernández, Julián Luengo et al. · 2011 · 2.4K citations

Evolutionary-based selection of generalized instances for imbalanced classification

Salvador Garcı ́a, J. Derrac, Isaac Triguero et al. · Knowledge-Based Systems · 2011 · 146 citations

Classification Method, Engineering, Machine Learning +7

Integrating Instance Selection, Instance Weighting, and Feature Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms

J. Derrac, Isaac Triguero, Salvador García et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2012 · 58 citations · Full text

Artificial Intelligence, Multiple Instance Learning, Engineering +20

On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection

J. Derrac, Nele Verbiest, Salvador García et al. · Soft Computing · 2012 · 31 citations

Fuzzy Logic, Engineering, Fuzzy Expert System +8

Using KEEL software as a educational tool: A case of study teaching data mining

J. Derrac, Julián Luengo, Jesús Alcalá‐Fdez et al. · 2011 · 11 citations

Engineering, Machine Learning, Computer Analysis +20